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Real-Time Detection of Important Sounds with a Wearable Vibration Based Device for Hearing-Impaired People

机译:具有可佩戴振动基于振动的听力障碍的重要声音的实时检测

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摘要

Hearing-impaired people do not hear indoor and outdoor environment sounds, which are important for them both at home and outside. By means of a wearable device that we have developed, a hearing-impaired person will be informed of important sounds through vibrations, thereby understanding what kind of sound it is. Our system, which operates in real time, can achieve a success rate of 98% when estimating a door bell ringing sound, 99% success identifying an alarm sound, 99% success identifying a phone ringing, 91% success identifying honking, 93% success identifying brake sounds, 96% success identifying dog sounds, 97% success identifying human voice, and 96% success identifying other sounds using the audio fingerprint method. Audio fingerprint is a brief summary of an audio file, perceptively summarizing a piece of audio content. In this study, our wearable device is tested 100 times a day for 100 days on five deaf persons and 50 persons with normal hearing whose ears were covered by earphones that provided wind sounds. This study aims to improve the quality of life of deaf persons, and provide them a more prosperous life. In the questionnaire performed, deaf people rate the clarity of the system at 90%, usefulness at 97%, and the likelihood of using this device again at 100%.
机译:有听力障碍的人没有听到室内和室外环境的声音,这是在家里和外界对他们都很重要。可穿戴设备,我们已经开发的手段,听力受损者将是重要的声音通过振动通知,从而了解那种声音是什么。我们的系统,该系统工作在实时,可估计门铃振铃音时达到的98%的成功率,99%的成功识别的报警声,99%的成功识别的电话振铃,91%的成功识别鸣喇叭,93%的成功识别制动声音,96%的成功识别狗叫声,97%的成功识别人的声音,和96%的成功识别使用音频指纹方法其他声音。音频指纹是音频文件的简要总结,总结敏锐一块音频内容。在这项研究中,我们的可穿戴设备的五个失聪人士和50名听力正常,其通过耳朵的耳机所提供风声覆盖测试,每天100次,100天。这项研究的目的是提高聋哑人的生活质量,并为他们提供了更富裕的生活。在问卷进行,聋人在90%,有用性评价系统的清晰度在97%,并在100%再次使用该装置的可能性。

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